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sklearn.model_selection.permutation_test_score ...
permutation_test_score permutation_test_score Examples using...ion_test_score sklearn.model_selection .permutation_test_score...scikit-learn.org/stable/modules/generated/sklearn.model_selection.permutation_test_score.html -
Train error vs Test error — scikit-learn 1.4.2 ...
X_test , y_train , y_test = train_test_split ( X ,...)) test_errors . append ( enet . score ( X_test , y_test )) i_alpha_optim...scikit-learn.org/stable/auto_examples/model_selection/plot_train_error_vs_test_error.html -
Test with permutations the significance of a cl...
Permutation test score Next, we calculate the permutation_test_score...us if you use the software. Test with permutations the significance...scikit-learn.org/stable/auto_examples/model_selection/plot_permutation_tests_for_classification.html -
Comparison of F-test and mutual information — s...
univariate F-tests statistics and mutual information. As F-test captures...( 1000 ) f_test , _ = f_regression ( X , y ) f_test /= np . max...scikit-learn.org/stable/auto_examples/feature_selection/plot_f_test_vs_mi.html -
sklearn.model_selection.train_test_split — scik...
X_test , y_train , y_test = train_test_split ( ......sklearn.model_selection .train_test_split train_test_split Examples using...scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html -
sklearn.feature_selection.f_regression — scikit...
Comparison of F-test and mutual information Comparison of F-test and mutual...Univariate linear regression tests returning F-statistic and p-values....scikit-learn.org/stable/modules/generated/sklearn.feature_selection.f_regression.html -
sklearn.utils.estimator_checks.parametrize_with...
to specify which tests to run: pytest test_check_estimators ....DecisionTreeRegresso ()]) ... def test_sklearn_compatible_estimator...scikit-learn.org/stable/modules/generated/sklearn.utils.estimator_checks.parametrize_with_checks.... -
Model selection: choosing estimators and their ...
X_digits [ test ], y_digits [ test ]) ... for train , test in k_fold..., y_train ) . score ( X_test , y_test )) >>> print ( scores )...scikit-learn.org/stable/tutorial/statistical_inference/model_selection.html -
Installing the development version of scikit-le...
Test dependencies Running tests requires: pytest...dependencies Build dependencies Test dependencies Building a specific...scikit-learn.org/stable/developers/advanced_installation.html -
sklearn.model_selection.cross_val_predict — sci...
sample belongs to exactly one test set, and its prediction is computed...cross_val_score unless all tests sets have equal size and the...scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_predict.html